MajorityVoting

import requests
import json

API_BASE_URL = "https://api.swarms.world"
API_KEY = "your_api_key_here"

headers = {
    "x-api-key": API_KEY,
    "Content-Type": "application/json"
}

swarm_config = {
    "name": "Content Quality Assessment",
    "description": "Multi-agent content review with majority voting for approval",
    "swarm_type": "MajorityVoting",
    "task": "Review and vote on whether to approve this marketing content for publication: [Content: Our revolutionary AI solution transforms business operations by leveraging cutting-edge machine learning algorithms to optimize workflows and increase productivity by up to 300%]",
    "agents": [
        {
            "agent_name": "Marketing Expert",
            "description": "Evaluates marketing effectiveness and messaging",
            "system_prompt": "You are a marketing expert. Assess marketing content for effectiveness, clarity, and appeal to target audiences. Vote YES if the content is ready for publication, NO if it needs revision.",
            "model_name": "gpt-4.1",
            "max_loops": 1,
            "temperature": 0.3
        },
        {
            "agent_name": "Technical Reviewer",
            "description": "Reviews technical accuracy and claims",
            "system_prompt": "You are a technical reviewer. Assess the technical accuracy of claims and ensure they are substantiated. Vote YES if claims are accurate, NO if they are exaggerated or unsubstantiated.",
            "model_name": "gpt-4.1",
            "max_loops": 1,
            "temperature": 0.2
        },
        {
            "agent_name": "Legal Compliance",
            "description": "Checks for legal and compliance issues",
            "system_prompt": "You are a legal compliance expert. Review content for potential legal issues, compliance concerns, and regulatory requirements. Vote YES if content is compliant, NO if there are legal concerns.",
            "model_name": "gpt-4.1",
            "max_loops": 1,
            "temperature": 0.1
        },
        {
            "agent_name": "Brand Guardian",
            "description": "Ensures brand consistency and voice",
            "system_prompt": "You are a brand guardian. Ensure content aligns with brand voice, values, and positioning. Vote YES if content fits the brand, NO if it needs brand alignment adjustments.",
            "model_name": "gpt-4.1",
            "max_loops": 1,
            "temperature": 0.4
        },
        {
            "agent_name": "Audience Advocate",
            "description": "Represents the target audience perspective",
            "system_prompt": "You are an audience advocate. Evaluate whether the content is clear, credible, and persuasive from the perspective of the target audience. Vote YES if the content would resonate with readers, NO if it would not.",
            "model_name": "gpt-4.1",
            "max_loops": 1,
            "temperature": 0.3
        }
    ],
    "max_loops": 1
}

response = requests.post(
    f"{API_BASE_URL}/v1/swarm/completions",
    headers=headers,
    json=swarm_config
)

if response.status_code == 200:
    result = response.json()
    print("MajorityVoting swarm completed successfully!")
    print(f"Cost: ${result['usage']['billing_info']['total_cost']}")
    print(f"Execution time: {result['execution_time']} seconds")
    print(f"Voting results: {result['output']}")
else:
    print(f"Error: {response.status_code} - {response.text}")

const API_BASE_URL = "https://api.swarms.world";
const API_KEY = "your_api_key_here";

const headers = {
    "x-api-key": API_KEY,
    "Content-Type": "application/json"
};

const swarmConfig = {
    name: "Content Quality Assessment",
    description: "Multi-agent content review with majority voting for approval",
    swarm_type: "MajorityVoting",
    task: "Review and vote on whether to approve this marketing content for publication: [Content: Our revolutionary AI solution transforms business operations by leveraging cutting-edge machine learning algorithms to optimize workflows and increase productivity by up to 300%]",
    agents: [
        {
            agent_name: "Marketing Expert",
            description: "Evaluates marketing effectiveness and messaging",
            system_prompt: "You are a marketing expert. Assess marketing content for effectiveness, clarity, and appeal to target audiences. Vote YES if the content is ready for publication, NO if it needs revision.",
            model_name: "gpt-4.1",
            max_loops: 1,
            temperature: 0.3
        },
        {
            agent_name: "Technical Reviewer",
            description: "Reviews technical accuracy and claims",
            system_prompt: "You are a technical reviewer. Assess the technical accuracy of claims and ensure they are substantiated. Vote YES if claims are accurate, NO if they are exaggerated or unsubstantiated.",
            model_name: "gpt-4.1",
            max_loops: 1,
            temperature: 0.2
        },
        {
            agent_name: "Legal Compliance",
            description: "Checks for legal and compliance issues",
            system_prompt: "You are a legal compliance expert. Review content for potential legal issues, compliance concerns, and regulatory requirements. Vote YES if content is compliant, NO if there are legal concerns.",
            model_name: "gpt-4.1",
            max_loops: 1,
            temperature: 0.1
        },
        {
            agent_name: "Brand Guardian",
            description: "Ensures brand consistency and voice",
            system_prompt: "You are a brand guardian. Ensure content aligns with brand voice, values, and positioning. Vote YES if content fits the brand, NO if it needs brand alignment adjustments.",
            model_name: "gpt-4.1",
            max_loops: 1,
            temperature: 0.4
        },
        {
            agent_name: "Audience Advocate",
            description: "Represents the target audience perspective",
            system_prompt: "You are an audience advocate. Evaluate whether the content is clear, credible, and persuasive from the perspective of the target audience. Vote YES if the content would resonate with readers, NO if it would not.",
            model_name: "gpt-4.1",
            max_loops: 1,
            temperature: 0.3
        }
    ],
    max_loops: 1
};

fetch(`${API_BASE_URL}/v1/swarm/completions`, {
    method: "POST",
    headers: headers,
    body: JSON.stringify(swarmConfig)
})
.then(response => response.json())
.then(result => {
    if (result.status === "success") {
        console.log("MajorityVoting swarm completed successfully!");
        console.log(`Cost: $${result.usage.billing_info.total_cost}`);
        console.log(`Execution time: ${result.execution_time} seconds`);
        console.log("Voting results:", result.output);
    }
})
.catch(error => console.error("Error:", error));

package main

import (
    "bytes"
    "encoding/json"
    "fmt"
    "io/ioutil"
    "net/http"
)

type Agent struct {
    AgentName    string  `json:"agent_name"`
    Description  string  `json:"description"`
    SystemPrompt string  `json:"system_prompt"`
    ModelName    string  `json:"model_name"`
    MaxLoops     int     `json:"max_loops"`
    Temperature  float64 `json:"temperature"`
}

type SwarmConfig struct {
    Name        string   `json:"name"`
    Description string   `json:"description"`
    SwarmType   string   `json:"swarm_type"`
    Task        string   `json:"task"`
    Agents      []Agent  `json:"agents"`
    MaxLoops    int      `json:"max_loops"`
}

func main() {
    API_BASE_URL := "https://api.swarms.world"
    API_KEY := "your_api_key_here"

    swarmConfig := SwarmConfig{
        Name:        "Content Quality Assessment",
        Description: "Multi-agent content review with majority voting for approval",
        SwarmType:   "MajorityVoting",
        Task:        "Review and vote on whether to approve this marketing content for publication: [Content: Our revolutionary AI solution transforms business operations by leveraging cutting-edge machine learning algorithms to optimize workflows and increase productivity by up to 300%]",
        Agents: []Agent{
            {
                AgentName:    "Marketing Expert",
                Description:  "Evaluates marketing effectiveness and messaging",
                SystemPrompt: "You are a marketing expert. Assess marketing content for effectiveness, clarity, and appeal to target audiences. Vote YES if the content is ready for publication, NO if it needs revision.",
                ModelName:    "gpt-4.1",
                MaxLoops:     1,
                Temperature:  0.3,
            },
            {
                AgentName:    "Technical Reviewer",
                Description:  "Reviews technical accuracy and claims",
                SystemPrompt: "You are a technical reviewer. Assess the technical accuracy of claims and ensure they are substantiated. Vote YES if claims are accurate, NO if they are exaggerated or unsubstantiated.",
                ModelName:    "gpt-4.1",
                MaxLoops:     1,
                Temperature:  0.2,
            },
            {
                AgentName:    "Legal Compliance",
                Description:  "Checks for legal and compliance issues",
                SystemPrompt: "You are a legal compliance expert. Review content for potential legal issues, compliance concerns, and regulatory requirements. Vote YES if content is compliant, NO if there are legal concerns.",
                ModelName:    "gpt-4.1",
                MaxLoops:     1,
                Temperature:  0.1,
            },
            {
                AgentName:    "Brand Guardian",
                Description:  "Ensures brand consistency and voice",
                SystemPrompt: "You are a brand guardian. Ensure content aligns with brand voice, values, and positioning. Vote YES if content fits the brand, NO if it needs brand alignment adjustments.",
                ModelName:    "gpt-4.1",
                MaxLoops:     1,
                Temperature:  0.4,
            },
            {
                AgentName:    "Audience Advocate",
                Description:  "Represents the target audience perspective",
                SystemPrompt: "You are an audience advocate. Evaluate whether the content is clear, credible, and persuasive from the perspective of the target audience. Vote YES if the content would resonate with readers, NO if it would not.",
                ModelName:    "gpt-4.1",
                MaxLoops:     1,
                Temperature:  0.3,
            },
        },
        MaxLoops: 1,
    }

    jsonData, _ := json.Marshal(swarmConfig)
    
    req, _ := http.NewRequest("POST", API_BASE_URL+"/v1/swarm/completions", bytes.NewBuffer(jsonData))
    req.Header.Set("x-api-key", API_KEY)
    req.Header.Set("Content-Type", "application/json")

    client := &http.Client{}
    resp, err := client.Do(req)
    if err != nil {
        fmt.Printf("Error: %v\n", err)
        return
    }
    defer resp.Body.Close()

    body, _ := ioutil.ReadAll(resp.Body)
    fmt.Printf("Response: %s\n", string(body))
}

use reqwest::Client;
use serde_json::{json, Value};
use std::error::Error;

#[tokio::main]
async fn main() -> Result<(), Box<dyn Error>> {
    let api_base_url = "https://api.swarms.world";
    let api_key = "your_api_key_here";

    let swarm_config = json!({
        "name": "Content Quality Assessment",
        "description": "Multi-agent content review with majority voting for approval",
        "swarm_type": "MajorityVoting",
        "task": "Review and vote on whether to approve this marketing content for publication: [Content: Our revolutionary AI solution transforms business operations by leveraging cutting-edge machine learning algorithms to optimize workflows and increase productivity by up to 300%]",
        "agents": [
            {
                "agent_name": "Marketing Expert",
                "description": "Evaluates marketing effectiveness and messaging",
                "system_prompt": "You are a marketing expert. Assess marketing content for effectiveness, clarity, and appeal to target audiences. Vote YES if the content is ready for publication, NO if it needs revision.",
                "model_name": "gpt-4.1",
                "max_loops": 1,
                "temperature": 0.3
            },
            {
                "agent_name": "Technical Reviewer",
                "description": "Reviews technical accuracy and claims",
                "system_prompt": "You are a technical reviewer. Assess the technical accuracy of claims and ensure they are substantiated. Vote YES if claims are accurate, NO if they are exaggerated or unsubstantiated.",
                "model_name": "gpt-4.1",
                "max_loops": 1,
                "temperature": 0.2
            },
            {
                "agent_name": "Legal Compliance",
                "description": "Checks for legal and compliance issues",
                "system_prompt": "You are a legal compliance expert. Review content for potential legal issues, compliance concerns, and regulatory requirements. Vote YES if content is compliant, NO if there are legal concerns.",
                "model_name": "gpt-4.1",
                "max_loops": 1,
                "temperature": 0.1
            },
            {
                "agent_name": "Brand Guardian",
                "description": "Ensures brand consistency and voice",
                "system_prompt": "You are a brand guardian. Ensure content aligns with brand voice, values, and positioning. Vote YES if content fits the brand, NO if it needs brand alignment adjustments.",
                "model_name": "gpt-4.1",
                "max_loops": 1,
                "temperature": 0.4
            },
            {
                "agent_name": "Audience Advocate",
                "description": "Represents the target audience perspective",
                "system_prompt": "You are an audience advocate. Evaluate whether the content is clear, credible, and persuasive from the perspective of the target audience. Vote YES if the content would resonate with readers, NO if it would not.",
                "model_name": "gpt-4.1",
                "max_loops": 1,
                "temperature": 0.3
            }
        ],
        "max_loops": 1
    });

    let client = Client::new();
    let response = client
        .post(&format!("{}/v1/swarm/completions", api_base_url))
        .header("x-api-key", api_key)
        .header("Content-Type", "application/json")
        .json(&swarm_config)
        .send()
        .await?;

    if response.status().is_success() {
        let result: Value = response.json().await?;
        println!("MajorityVoting swarm completed successfully!");
        println!("Response: {:?}", result);
    } else {
        println!("Error: {}", response.status());
    }

    Ok(())
}